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A modular and comprehensive solution to deploy a Multi-LLM and Multi-RAG powered chatbot (Amazon Bedrock, Anthropic, HuggingFace, OpenAI, Meta, AI21, Cohere, Mistral) using AWS CDK on AWS

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Currently, I'm leveraging `npm run deploy` for the CDK deployment. As part of the call, the command executes `npm run format` first, which handles file formatting. When the command executes,...

bug

Currently, Lambda functions leverage environment variables for many of the configurations. Because majority of the logic is handled in `genai_core`, it somewhat hides what environment variables would need to be...

enhancement

Hello, all ! Could you pls. update the version of pgvector extension ? My setup shows the following: psql --host=XXX.us-east-1.rds.amazonaws.com --user=postgres Password for user postgres: psql (16.1 (Ubuntu 16.1-1.pgdg22.04+1), server...

enhancement

Currently, the RAG workspaces dashboard provides metrics on the file size of the data in the RAG workspace, the number of Vectors, etc. As it stands today, the file size...

enhancement

As reported in #253 , the current workspace size value is not considering the storage allocated to the storage of the vectors and only considers the document size being imported...

enhancement

Customer ran into errors during deployment due to lack of `ec2:CreateVPC`, `ec2:CreateInternetGateway`, and `apigateway:POST` permissions. There is a thread about [reusing an existing VPC](https://github.com/aws-samples/aws-genai-llm-chatbot/issues/106). How can customer use existing Internet...

question

*Issue #, if available:* UI not able to list Document in workspace for example, with Console log : "Field required [type=missing, " for ListDocumentsRequest Is related to pydantic parser validation...

Hello everyone, I'm using Claude-3-sonnet as a model for the multimodal chatbot. If I upload the image using the appropriate button in the chat, the model works fine. However, if...

As reported in this issue: https://github.com/aws-samples/aws-genai-llm-chatbot/issues/483 M6A is not supported in Paris region as set in the code here: https://github.com/aws-samples/aws-genai-llm-chatbot/blob/main/lib/rag-engines/data-import/file-import-batch-job.ts#L41 https://github.com/aws-samples/aws-genai-llm-chatbot/blob/main/lib/rag-engines/data-import/web-crawler-batch-job.ts#L41 Need to select an alternate type more widely available...

Hello, we are looking to deploy this solution in us-east-1 with Aurora RAG engine and Bedrock model access enabled. We keep receiving this error and are not sure how to...

stale